[HTML][HTML] Detection of solar photovoltaic power plants using satellite and airborne hyperspectral imaging

C Jörges, HS Vidal, T Hank, H Bach - Remote Sensing, 2023 - mdpi.com
Solar photovoltaic panels (PV) provide great potential to reduce greenhouse gas emissions
as a renewable energy technology. The number of solar PV has increased significantly in …

A Downscaling Methodology for Extracting Photovoltaic Plants with Remote Sensing Data: From Feature Optimized Random Forest to Improved HRNet

Y Wang, D Cai, L Chen, L Yang, X Ge, L Peng - Remote Sensing, 2023 - mdpi.com
Present approaches in PV (Photovoltaic) detection are known to be scalable to a larger area
using machine learning classification and have improved accuracy on a regional scale with …

[HTML][HTML] Exploration of Research Hotspots and Trends in Photovoltaic Landscape Studies Based on Citespace Analysis

F Jiang, C Wang, Y Shi, X Zhang - Sustainability, 2024 - mdpi.com
This study examines the photovoltaic (PV) landscape-related literature indexed in the Web
of Science database from 2005 to 2024, employing a combination of bibliometric analysis …

Vectorized solar photovoltaic installation dataset across China in 2015 and 2020

J Liu, J Wang, L Li - Scientific Data, 2024 - nature.com
To achieve carbon neutrality, solar photovoltaic (PV) in China has undergone enormous
development over the past few years. PV datasets with high accuracy and fine temporal …

City-roof coupling: Unveiling the spatial configuration and correlations of green roofs and solar roofs in 26 global cities

S Chen, Z Gou - Cities, 2024 - Elsevier
This study examines the potential of green roofs and solar roofs to contribute to sustainable
development in cities. While previous research has focused on individual locations and …

[HTML][HTML] Toward global rooftop PV detection with Deep Active Learning

M Zech, HP Tetens, J Ranalli - Advances in Applied Energy, 2024 - Elsevier
It is crucial to know the location of rooftop PV systems to monitor the regional progress
toward sustainable societies and to ensure the integration of decentralized energy …

Spatial classification model of port facilities and energy reserve prediction based on deep learning for port management―A case study of Ningbo

H Huang, Q Yan, Y Yang, Y Hu, S Wang, Q Yuan… - Ocean & Coastal …, 2024 - Elsevier
Port facilities and energy storage capacity significantly affect maritime logistics efficiency and
supply chain security, necessitating accurate and timely port facility information. However …

[HTML][HTML] Satellite images reveal rapid development of global water-based photovoltaic over the past 20 years

H Ren, Z Yang, F Li, M Zhang, Y Chen, T He - International Journal of …, 2025 - Elsevier
Water-based photovoltaics (WPV) have emerged as a promising solution to land-use
conflicts associated with solar photovoltaic systems. Accurate monitoring of the …

Investigation of terrestrial water saving from photovoltaic panels using energy-balance model

Y Chen, J Zhang, Q Dai, T Zeng, S Zhu - Journal of Hydrology, 2024 - Elsevier
Photovoltaic (PV) power generation is maintaining a high growth trend as the demand for
renewable energy increases. A number of studies have found that PV power generation has …

[HTML][HTML] Fast-track development of an automated solar photovoltaic module detecting framework utilizing open-access multispectral satellite imagery

PC Wu, MC Hung, RS Lin, SY Huang, ZH Lin - … Applications: Society and …, 2024 - Elsevier
The southwest coast of Taiwan is an important habitat for migratory waterbirds. However, the
use of fossil fuels has led to climate crises. As society's awareness of environmental issues …